Gaps in the capacity of modern forage crops to adapt to the changing climate in northern Europe
The within-species diversity in response to weather and the gaps in the response diversity in the modern set of forage crop cultivars were determined using an approach that assessed the adaptive capacity under global climate change. The annual dry matter (DM) yields were recorded in multi-location M...
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description | The within-species diversity in response to weather and the gaps in the response diversity in the modern set of forage crop cultivars were determined using an approach that assessed the adaptive capacity under global climate change. The annual dry matter (DM) yields were recorded in multi-location MTT (Maa- ja elintarviketalouden tutkimuskeskus) Agrifood Research Official Variety Trials in Finland for modern forage crop cultivars from 2000 to 2012, as a response to agroclimatic variables critical to yield based on the year-round weather data. The effect and interaction of cultivars and agroclimatic variables were analysed using mixed model. The relatively low adaptive capacity of timothy (
Phleum pratense
L.) and meadow fescue (
Festuca pratensis
Huds.) indicates that diversification of the breeding material is warranted, particularly for resistance to high temperatures during primary growth and to high temperature sum 7 days after the first cut. All red clover cultivars (
Trifolium pratense
L.) suffered from both low and high accumulation of warm winter temperatures. Except for the red clover cultivars, cold stress during winter and lack of warm winter temperatures consistently reduced the yields of all species and cultivars. All tall fescue (
Festuca arundinacea
Schreb.) cultivars suffered from low precipitation during the fall hardening period. Although the set of festulolium (
Festulolium pabulare
) cultivars was also sensitive to low precipitation during the fall, festulolium was a good example of enhanced capacity to adapt to climate change with high response diversity because the cultivar germplasm base was diversified. Foreign origin in a cultivar pool was apparently not sufficient or necessary to ensure added value for a diversity of responses to climate change. Similar analyses to those used in this study, applied as practical tools for breeders, farmers and public actors, are important to secure the adaptive capacity of crops worldwide under global climate change. |
doi_str_mv | 10.1007/s11027-016-9729-5 |
format | Article |
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Phleum pratense
L.) and meadow fescue (
Festuca pratensis
Huds.) indicates that diversification of the breeding material is warranted, particularly for resistance to high temperatures during primary growth and to high temperature sum 7 days after the first cut. All red clover cultivars (
Trifolium pratense
L.) suffered from both low and high accumulation of warm winter temperatures. Except for the red clover cultivars, cold stress during winter and lack of warm winter temperatures consistently reduced the yields of all species and cultivars. All tall fescue (
Festuca arundinacea
Schreb.) cultivars suffered from low precipitation during the fall hardening period. Although the set of festulolium (
Festulolium pabulare
) cultivars was also sensitive to low precipitation during the fall, festulolium was a good example of enhanced capacity to adapt to climate change with high response diversity because the cultivar germplasm base was diversified. Foreign origin in a cultivar pool was apparently not sufficient or necessary to ensure added value for a diversity of responses to climate change. Similar analyses to those used in this study, applied as practical tools for breeders, farmers and public actors, are important to secure the adaptive capacity of crops worldwide under global climate change.</description><identifier>ISSN: 1381-2386</identifier><identifier>EISSN: 1573-1596</identifier><identifier>DOI: 10.1007/s11027-016-9729-5</identifier><identifier>PMID: 30093826</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Agribusiness ; Agricultural production ; Atmospheric Sciences ; Biodiversity ; Breeding ; Capacity ; Climate ; Climate change ; Climate Change Management and Policy ; Clover ; cold stress ; Crop yield ; Crops ; Cultivars ; Dry matter ; Earth and Environmental Science ; Earth Sciences ; Environmental Management ; farmers ; Festuca arundinacea ; Festuca pratensis ; Festulolium ; Finland ; Forage ; Forage crops ; Germplasm ; Global climate ; Grasses ; heat sums ; High temperature ; Meteorological data ; Northern European region ; Original ; Original Article ; Phleum pratense ; Plant breeding ; Precipitation ; Red clover ; Species diversity ; statistical models ; temperature ; Trifolium pratense ; variety trials ; Weather ; Winter</subject><ispartof>Mitigation and adaptation strategies for global change, 2018-01, Vol.23 (1), p.81-100</ispartof><rights>The Author(s) 2016</rights><rights>Mitigation and Adaptation Strategies for Global Change is a copyright of Springer, (2016). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c503t-992ff443301c43e51b19ec277c8ebe750b2dbce42bd408895b0d28144b7425193</citedby><cites>FETCH-LOGICAL-c503t-992ff443301c43e51b19ec277c8ebe750b2dbce42bd408895b0d28144b7425193</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11027-016-9729-5$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11027-016-9729-5$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,778,782,883,27907,27908,41471,42540,51302</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30093826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hanna, Mäkinen</creatorcontrib><creatorcontrib>Janne, Kaseva</creatorcontrib><creatorcontrib>Perttu, Virkajärvi</creatorcontrib><creatorcontrib>Helena, Kahiluoto</creatorcontrib><title>Gaps in the capacity of modern forage crops to adapt to the changing climate in northern Europe</title><title>Mitigation and adaptation strategies for global change</title><addtitle>Mitig Adapt Strateg Glob Change</addtitle><addtitle>Mitig Adapt Strateg Glob Chang</addtitle><description>The within-species diversity in response to weather and the gaps in the response diversity in the modern set of forage crop cultivars were determined using an approach that assessed the adaptive capacity under global climate change. The annual dry matter (DM) yields were recorded in multi-location MTT (Maa- ja elintarviketalouden tutkimuskeskus) Agrifood Research Official Variety Trials in Finland for modern forage crop cultivars from 2000 to 2012, as a response to agroclimatic variables critical to yield based on the year-round weather data. The effect and interaction of cultivars and agroclimatic variables were analysed using mixed model. The relatively low adaptive capacity of timothy (
Phleum pratense
L.) and meadow fescue (
Festuca pratensis
Huds.) indicates that diversification of the breeding material is warranted, particularly for resistance to high temperatures during primary growth and to high temperature sum 7 days after the first cut. All red clover cultivars (
Trifolium pratense
L.) suffered from both low and high accumulation of warm winter temperatures. Except for the red clover cultivars, cold stress during winter and lack of warm winter temperatures consistently reduced the yields of all species and cultivars. All tall fescue (
Festuca arundinacea
Schreb.) cultivars suffered from low precipitation during the fall hardening period. Although the set of festulolium (
Festulolium pabulare
) cultivars was also sensitive to low precipitation during the fall, festulolium was a good example of enhanced capacity to adapt to climate change with high response diversity because the cultivar germplasm base was diversified. Foreign origin in a cultivar pool was apparently not sufficient or necessary to ensure added value for a diversity of responses to climate change. Similar analyses to those used in this study, applied as practical tools for breeders, farmers and public actors, are important to secure the adaptive capacity of crops worldwide under global climate change.</description><subject>Agribusiness</subject><subject>Agricultural production</subject><subject>Atmospheric Sciences</subject><subject>Biodiversity</subject><subject>Breeding</subject><subject>Capacity</subject><subject>Climate</subject><subject>Climate change</subject><subject>Climate Change Management and Policy</subject><subject>Clover</subject><subject>cold stress</subject><subject>Crop yield</subject><subject>Crops</subject><subject>Cultivars</subject><subject>Dry matter</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Environmental Management</subject><subject>farmers</subject><subject>Festuca arundinacea</subject><subject>Festuca pratensis</subject><subject>Festulolium</subject><subject>Finland</subject><subject>Forage</subject><subject>Forage crops</subject><subject>Germplasm</subject><subject>Global climate</subject><subject>Grasses</subject><subject>heat sums</subject><subject>High temperature</subject><subject>Meteorological data</subject><subject>Northern European region</subject><subject>Original</subject><subject>Original Article</subject><subject>Phleum pratense</subject><subject>Plant breeding</subject><subject>Precipitation</subject><subject>Red clover</subject><subject>Species diversity</subject><subject>statistical models</subject><subject>temperature</subject><subject>Trifolium pratense</subject><subject>variety trials</subject><subject>Weather</subject><subject>Winter</subject><issn>1381-2386</issn><issn>1573-1596</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNkU9rFjEQxoNYbG39AF5kwYuX1Zn82SQXQUqtQsFLew7ZbHbfLfsma7Ir9Ns327eWKgieMjC_55nJPIS8RfiIAPJTRgQqa8Cm1pLqWrwgJygkq1Ho5mWpmcKaMtUck9c53wIAQ4GvyDED0EzR5oSYSzvnagzVsvOVs7N143JXxb7ax86nUPUx2aF0UizYEivb2XnZigd-Z8MwhqFy07i3i998QkylVZQXa9H4M3LU2yn7N4_vKbn5enF9_q2--nH5_fzLVe0EsKXWmvY954wBOs68wBa1d1RKp3zrpYCWdq3znLYdB6W0aKGjCjlvJacCNTslnw--89rufed8WJKdzJzKYunORDuaPzth3Jkh_jINCA5Ii8GHR4MUf64-L2Y_ZuenyQYf12woKCmU5hz-A91gRdW21vu_0Nu4plAuYVAr3kgtH2bjgSpnzjn5_mlvBLMlbQ5Jm5K02ZI2omjePf_wk-J3tAWgByCXVhh8ejb6n673dtKy-g</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Hanna, 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B.V</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7UA</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>88I</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>H97</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>L.-</scope><scope>L.G</scope><scope>M0C</scope><scope>M2P</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>SOI</scope><scope>7S9</scope><scope>L.6</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20180101</creationdate><title>Gaps in the capacity of modern forage crops to adapt to the changing climate in northern Europe</title><author>Hanna, Mäkinen ; Janne, Kaseva ; Perttu, Virkajärvi ; Helena, Kahiluoto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c503t-992ff443301c43e51b19ec277c8ebe750b2dbce42bd408895b0d28144b7425193</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Agribusiness</topic><topic>Agricultural production</topic><topic>Atmospheric Sciences</topic><topic>Biodiversity</topic><topic>Breeding</topic><topic>Capacity</topic><topic>Climate</topic><topic>Climate change</topic><topic>Climate Change Management and Policy</topic><topic>Clover</topic><topic>cold stress</topic><topic>Crop yield</topic><topic>Crops</topic><topic>Cultivars</topic><topic>Dry matter</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Environmental Management</topic><topic>farmers</topic><topic>Festuca arundinacea</topic><topic>Festuca pratensis</topic><topic>Festulolium</topic><topic>Finland</topic><topic>Forage</topic><topic>Forage crops</topic><topic>Germplasm</topic><topic>Global climate</topic><topic>Grasses</topic><topic>heat sums</topic><topic>High temperature</topic><topic>Meteorological data</topic><topic>Northern European region</topic><topic>Original</topic><topic>Original Article</topic><topic>Phleum pratense</topic><topic>Plant breeding</topic><topic>Precipitation</topic><topic>Red clover</topic><topic>Species diversity</topic><topic>statistical models</topic><topic>temperature</topic><topic>Trifolium pratense</topic><topic>variety trials</topic><topic>Weather</topic><topic>Winter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hanna, Mäkinen</creatorcontrib><creatorcontrib>Janne, Kaseva</creatorcontrib><creatorcontrib>Perttu, 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titles)</collection><jtitle>Mitigation and adaptation strategies for global change</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hanna, Mäkinen</au><au>Janne, Kaseva</au><au>Perttu, Virkajärvi</au><au>Helena, Kahiluoto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gaps in the capacity of modern forage crops to adapt to the changing climate in northern Europe</atitle><jtitle>Mitigation and adaptation strategies for global change</jtitle><stitle>Mitig Adapt Strateg Glob Change</stitle><addtitle>Mitig Adapt Strateg Glob Chang</addtitle><date>2018-01-01</date><risdate>2018</risdate><volume>23</volume><issue>1</issue><spage>81</spage><epage>100</epage><pages>81-100</pages><issn>1381-2386</issn><eissn>1573-1596</eissn><abstract>The within-species diversity in response to weather and the gaps in the response diversity in the modern set of forage crop cultivars were determined using an approach that assessed the adaptive capacity under global climate change. The annual dry matter (DM) yields were recorded in multi-location MTT (Maa- ja elintarviketalouden tutkimuskeskus) Agrifood Research Official Variety Trials in Finland for modern forage crop cultivars from 2000 to 2012, as a response to agroclimatic variables critical to yield based on the year-round weather data. The effect and interaction of cultivars and agroclimatic variables were analysed using mixed model. The relatively low adaptive capacity of timothy (
Phleum pratense
L.) and meadow fescue (
Festuca pratensis
Huds.) indicates that diversification of the breeding material is warranted, particularly for resistance to high temperatures during primary growth and to high temperature sum 7 days after the first cut. All red clover cultivars (
Trifolium pratense
L.) suffered from both low and high accumulation of warm winter temperatures. Except for the red clover cultivars, cold stress during winter and lack of warm winter temperatures consistently reduced the yields of all species and cultivars. All tall fescue (
Festuca arundinacea
Schreb.) cultivars suffered from low precipitation during the fall hardening period. Although the set of festulolium (
Festulolium pabulare
) cultivars was also sensitive to low precipitation during the fall, festulolium was a good example of enhanced capacity to adapt to climate change with high response diversity because the cultivar germplasm base was diversified. Foreign origin in a cultivar pool was apparently not sufficient or necessary to ensure added value for a diversity of responses to climate change. Similar analyses to those used in this study, applied as practical tools for breeders, farmers and public actors, are important to secure the adaptive capacity of crops worldwide under global climate change.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>30093826</pmid><doi>10.1007/s11027-016-9729-5</doi><tpages>20</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Agribusiness Agricultural production Atmospheric Sciences Biodiversity Breeding Capacity Climate Climate change Climate Change Management and Policy Clover cold stress Crop yield Crops Cultivars Dry matter Earth and Environmental Science Earth Sciences Environmental Management farmers Festuca arundinacea Festuca pratensis Festulolium Finland Forage Forage crops Germplasm Global climate Grasses heat sums High temperature Meteorological data Northern European region Original Original Article Phleum pratense Plant breeding Precipitation Red clover Species diversity statistical models temperature Trifolium pratense variety trials Weather Winter |
title | Gaps in the capacity of modern forage crops to adapt to the changing climate in northern Europe |
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